| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.517 | -0.062 |
|
Retracted Output
|
-0.747 | -0.050 |
|
Institutional Self-Citation
|
-1.677 | 0.045 |
|
Discontinued Journals Output
|
0.210 | -0.024 |
|
Hyperauthored Output
|
-0.946 | -0.721 |
|
Leadership Impact Gap
|
-0.684 | -0.809 |
|
Hyperprolific Authors
|
-1.413 | 0.425 |
|
Institutional Journal Output
|
-0.268 | -0.010 |
|
Redundant Output
|
-0.642 | -0.515 |
Chengdu Medical College demonstrates a robust scientific integrity profile, reflected in an overall risk score of -0.599. This performance indicates a research environment with significantly lower risk exposure than the global average. The institution's primary strengths lie in its exceptionally low rates of retracted output, institutional self-citation, hyperprolific authors, and redundant publications, often performing better than the national standard and resisting broader systemic trends. The main area for strategic improvement is the rate of publication in discontinued journals, which presents a medium-level risk and warrants immediate attention. According to SCImago Institutions Rankings data, the College's scientific leadership is most prominent in the fields of Chemistry, Biochemistry, Genetics and Molecular Biology, Environmental Science, and Pharmacology, Toxicology and Pharmaceutics. While the institution's overall commitment to sound scientific practices strongly supports its pursuit of academic excellence, the identified vulnerability in publication channel selection could undermine this mission by associating high-quality research with low-integrity platforms. Addressing this single point of friction will be key to ensuring that the institution's operational integrity fully aligns with its strategic ambitions, thereby solidifying its reputation as a center of responsible and high-impact research.
The institution presents a Z-score of -0.517, which is notably lower than the national average of -0.062. Although both the College and the country operate within a low-risk context for this indicator, the institution's performance suggests a more rigorous management of its affiliation processes than the national standard. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, this prudent profile minimizes the risk of strategic attempts to inflate institutional credit or engage in “affiliation shopping,” ensuring that collaborative credit is claimed with transparency and justification.
With a Z-score of -0.747, the institution shows a near-total absence of risk signals related to retracted publications, performing significantly better than the already low-risk national average (-0.050). This low-profile consistency suggests that the institution's quality control mechanisms are exceptionally effective. Retractions can sometimes signify responsible supervision through the correction of honest errors; however, this institution's extremely low rate indicates that its pre-publication review processes are robust enough to prevent the systemic failures in methodological rigor or integrity that could lead to such outcomes, reflecting a strong and healthy research culture.
The College's Z-score of -1.677 places it in the very low-risk category, in stark contrast to the national average of 0.045, which falls into the medium-risk range. This significant difference demonstrates that the institution does not replicate the risk dynamics observed in its environment, effectively isolating itself from national trends toward insular citation patterns. A certain level of self-citation is natural, but the College’s exceptionally low rate confirms it avoids the creation of scientific 'echo chambers.' This result strongly suggests that the institution's academic influence is validated by the broader global community rather than being inflated by endogamous internal dynamics.
The institution's Z-score for this indicator is 0.210, a medium-risk value that represents a moderate deviation from the low-risk national standard (-0.024). This finding suggests the College has a greater sensitivity to this particular risk factor than its national peers. A high proportion of publications in discontinued journals constitutes a critical alert regarding due diligence in selecting dissemination channels. This score indicates that a portion of the institution's scientific production is being channeled through media that may not meet international ethical or quality standards, exposing it to severe reputational risks. This highlights an urgent need for enhanced information literacy and stricter guidelines to prevent the investment of resources in 'predatory' or low-quality practices.
With a Z-score of -0.946, the institution maintains a low-risk profile that is even more prudent than the national average of -0.721. This indicates that the College manages its authorship practices with greater rigor than the national standard. While extensive author lists are legitimate in 'Big Science' contexts, this result suggests the institution is effectively mitigating the risk of author list inflation outside of these areas. By doing so, it reinforces individual accountability and transparency, successfully distinguishing between necessary massive collaboration and potentially problematic 'honorary' or political authorship practices.
The institution's Z-score of -0.684 signifies a low-risk level, yet it represents a slight divergence from the national benchmark of -0.809, which is in the very low-risk category. This subtle difference indicates the presence of minor signals of impact dependency that are less apparent across the rest of the country. A positive gap can suggest that scientific prestige is partially reliant on external partners where the institution does not exercise intellectual leadership. While the current risk is low, this metric invites a strategic reflection on strengthening internal research capacity to ensure that excellence is fully structural and sustainable, stemming directly from the institution's own scientific direction.
The College exhibits a Z-score of -1.413, a very low-risk value that stands in sharp contrast to the medium-risk national average of 0.425. This demonstrates a clear preventive isolation, where the institution successfully avoids replicating the risk dynamics prevalent in its environment. Extreme individual publication volumes can challenge the limits of meaningful intellectual contribution and point to imbalances between quantity and quality. The institution's excellent performance in this area indicates a healthy research culture that prioritizes the integrity of the scientific record over the inflation of productivity metrics, effectively mitigating risks such as coercive or unmerited authorship.
With a Z-score of -0.268, the institution's rate of publication in its own journals is in the very low-risk category, surpassing the low-risk national average (-0.010). This low-profile consistency demonstrates a strong commitment to external validation and global visibility. Excessive dependence on in-house journals can create conflicts of interest and academic endogamy by bypassing independent peer review. The College's minimal reliance on such channels confirms that its scientific production is subjected to standard competitive validation, thereby avoiding the use of internal platforms as 'fast tracks' to inflate publication records.
The institution's Z-score of -0.642 indicates a near-total operational silence on this indicator, performing even better than the very low-risk national average (-0.515). This exemplary result shows an absence of risk signals that is even below the already strong national benchmark. Massive bibliographic overlap between publications can indicate 'salami slicing,' where a study is fragmented into minimal units to artificially inflate productivity. The College's outstanding score suggests a culture that values the publication of coherent, significant new knowledge over volume, thereby protecting the integrity of the scientific evidence base and avoiding an unnecessary burden on the peer review system.
